Abstract: Mathematical morphology filter is a nonlinear digital filtering algorithm.It can effectively extract edge contour and geometric characteristic of signal.According to the characteristic of fault signal in rotating machinery，the morphology filter was improved.As most fault features were pulse signal，damped exponential signals were used as the structure element in morphology filter.Simulation showed that this method was efficient to extract the fault features of noise.